All Posts
From Leaflet to MapLibre: Open-Source Web Maps in 2026
How open-source web maps evolved from Leaflet to MapLibre — performance, 3D rendering, vector tiles, and where the ecosystem is heading in 2026.When a Rewrite Is Actually Worth It
Not every rewrite is a mistake. Here's the framework I used to decide when rebuilding from scratch was the right call — and when it wasn't.Rebuilding GIS4Health: PHP/Leaflet to Laravel + React
A before-and-after on rewriting a health mapping GIS — architecture decisions, mapping in React, and when a rewrite is actually worth it.Building a Dog Stool Classifier: My Dataset Struggles
What I learned training a MobileNetV2 model on 1,050 images — dataset problems, model selection, and the fifth class I never wanted to add.